Wolfspeed, Inc. (WOLF) Earnings Call Transcript
August 10, 2021
Earnings Call Speaker Segments
Welcome. My name is Jed Dorsheimer, Global Head of Sustainability Research at Canaccord Genuity. And for those who have been with me this morning, welcome back. We continue on the journey as we've been kind of taking some of the higher-level abstract concepts. And now the goal is to apply that to 3 different domains. One, of silicon carbide and the use of silicon nitride, both in traction inverters as well as some other applications. So moving up the higher electron mobility, if you will. And then after this, we will have Fusion and then the other wide-band-gap semiconductor, gallium nitride. And so I'm just delighted to have with me 2 leading experts in the area. So I have John Palmour -- Dr. John Palmour, Co-Founder of Cree. He and I have known each other for quite a while. He is leading the Wolfspeed business and focusing on and pioneering high-electron mobility semiconductor technology and power as well as RF and commercializing that from LEDs over to power semis. And it's been a -- I can say firsthand, it's been an interesting journey as I knew you back when in the early LED and now today and seeing what you guys are doing, and it's just been a pleasure and an honor to watch. Bob Daigle, who I've met more recently, and we recently picked up coverage of Rogers Corporation. And he is Chief Technology Officer over at Rogers. And Rogers is fairly broad-based and diversified in terms of what they do, but a particular area of interest that Bob and I tend to talk about more often than not is that of the silicon nitride technology, which is a -- which is used as a heat sink to extract the heat generated from John's products in applications like traction inverters. So I guess thank you is where to start for both of you being with us. I'm not sure if either of you have caught some of the previous presentations, but we've talked a lot about concepts of biophysical economics and freedom of flow. Adrian Bejan from down in Duke, your neck of the woods, John, was with us and talking about construct the law. And I think all of this is kind of leading and I'm sure I'm going to get from investors, so what? So what are these concepts really matter? And that's where I'd like to -- well, before I maybe jump in the deep end there, we'll take a couple of minutes to maybe describe your backgrounds and the companies as you see fit. So John, I'll turn it to you if you'd like to maybe add to anything that I missed there and describe Wolfspeed a bit further, and then I'll do the same with Bob.
Sure. So Cree is about 33-, 34-years-old, we formed in 1987. We were a spin-off from North Carolina State University, where we were working on silicon carbide. And in the ensuing 34 years, we've been dedicated to commercializing wide-band-gap semiconductors, primarily silicon carbide or gallium nitride on a silicon carbide substrate. As Jed had mentioned, we were very, very active in LEDs, blue and white LEDs, and then LED lighting more than 20 years ago. And more recently, we've really been emphasizing silicon carbide for power devices in both industrial markets and also for automotive and gallium nitride on silicon carbide RF devices. But the common theme through all of these product pushes that we've had from LEDs to power to RF, the common theme is energy savings, higher efficiency. We always like to say that the cheapest energy -- the cheapest form of alternative energy is the energy you never burn. So pretty much our consistent value proposition has been saving the end customer energy. So silicon carbide is now getting a lot of interest in the automotive market, which Jed mentioned, and we're putting a lot of efforts towards. And we're the world's leading supplier of silicon carbide material by a good bit and looking forward to explosive growth in the future.
And JP, what's the most energy-efficient LED?
That is a question I wish I knew. I actually don't know.
The one that's off. So Bob -- sorry...
100% climate efficiency there.
So Bob, I want to turn it to you, just same, take a couple of minutes and just frame out how you see Rogers, your role at Rogers and the technology that you're developing?
Sure. Yes. So again, Bob Daigle at Rogers, Chief Technology Officer. And like Jed mentioned earlier, we're a very diverse specialty materials company. But an area that we've really focused on and invested in really the past 6, 7 years has been this whole area of advanced mobility. A lot of our early involvement has been in RF circuit materials for advanced driver assistance systems. So basically, your blind spot detection, adaptive cruise control, where we've developed some products that are used broadly for those radar sensors. But I'd say, the past 4, 5 years, a lot of investment on our side really around this whole area of EV/HEV in a number of areas. We're heavily involved with pad materials, we call them compression pads that are used in these pouch cell batteries. We do a lot in the area of battery interconnects. And the third area of focus, which will be a focus really for today's discussion, is around power semiconductor packaging, especially as it relates to high-power applications and the inverters and the work we've done really to try to really support people like John in terms of their road maps and delivering these wide-band-gap semiconductors that provide a lot of advantages in the -- for electric vehicles, but being able to handle the heat, the thermal requirements and also the reliability requirements in an automotive application, which are much more demanding than what would have been found in a traditional industrial motor drive. So looking forward to today's discussion, I think we're both -- we're playing in a very exciting area, and it's great to be part of the ecosystem that hopefully will -- or is moving very quickly to enabling cleaner, more sustainable environment.
Well, thank you, and thank you both for being here. So the title is Renaissance in the Semiconductor Sector, and why Moore's Law is the Most Irrelevant Discussion Point for Investors. I find that my 20-plus year career in -- both on Wall Street and governance as well as in industry, more often than not, I get asked it, it's the common nomenclature that, well, where are you on Moore's Law? And what's your cost down? And while I think that observation, one, it's not a law, but an observation. And two, it was supposed to only last 10 years and has lasted 40-plus years and been slowing since it started. But provided an excellent understanding for what I talked about earlier, which is most people, including investors, have a hard time on log scale growth. And that we think, and I think most humans are wired in a linear fashion.
I'd love to ask the question, if you could fold a piece of paper 100x, how thick with the ream of paper be, and a few people will say, "Oh, it's going to be greater than the distance of the known universe," but it is. And so you can compound things really quickly, and that's where the doubling of transistors every 18 to 24 months was really important from a cost down. But what was often overlooked in that is the understanding of the Baliga's figure of merit in what electron mobility and doing more with less. And I think the handset guys really got this with RF in terms of gallium arsenide and what you could do. So I guess, one, just open question, thoughts on that? I'll turn to JP first and then Bob second, and then I want to come back to probably a more difficult question.
Yes. So Kind of 2 thoughts on that. One is more Moore's Law does not really apply to power semiconductors. And the reason is you can't make a device infinitesimally small for handling power. Why is that? Well, a lot of it depends on what Bob is going to talk about because that means you got to get rid of more power. So the big advantage for silicon carbide is we can get a lot more amps out of a smaller chip that has lower capacitances, et cetera. So we have lower ohm resistance. But as you shrink that chip, the thermal load is getting put into a smaller and smaller area. So how do you get rid of that? And so they're -- you're up against a wall on thermal limits. And CMOS faced the same thing. It's not like there wasn't some thermal limit. But when you're talking about power devices or RF devices, it's a pretty extreme limit. So Baliga's figure of merit is a really good guide for figuring out what materials have potential. The thing you have to remember with Baliga's figure of merit is it's a theoretical calculation. What it says is if there were no other parasitic resistance and you were completely dominated by the resistance of the drain region, this is the curve of ohm resistance versus voltage that you would have. What we have to deal with in the real world is what are the other parasitic resistances and how do we get rid of those because the whole build is to get closer and closer to Baliga's figure of merit. And we put a lot of effort on reducing the other sources of resistance. And as we make those improvements, it puts more pressure on the packaging to get rid of that thing. So they're both very valid and interesting laws, but they don't necessarily reflect the challenges that we have to deal with in the real world.
Bob, your thoughts?
Yes. So I think -- and I think, on the bigger discussion, which you and I had before, Jed, is this whole context of it's really around system cost. And it's around system performance, efficiency and cost, and to the extent that where Moore's Law basically had a number of scaling factors, which were very beneficial. I think the curves are different, but you have similar opportunities as we address the various challenges in the power semiconductor area. Now one of them was obviously the wafer size got larger, and as Cree's been very local -- I mean, Cree's investing heavily, right? They're putting in larger scale wafer capacity. The other aspect that you're seeing is the ability to operate. As these multigenerational devices have been introduced, you're seeing that you can basically drive them harder. So the same current that you would have gotten per square millimeter years ago, you're doing much better now. I mean I think -- and there's clearly some road maps around driving the energy density challenges. And then to John's point, then, okay, I'm driving this harder, but now I have a lot of heat per unit area that I had to remove. And that's where our side of the tent here in terms of the packaging technology has evolved, where the typical silicon device was running on a substrate that had about less than 1/4 the thermal conductivity we're providing now. So those silicon nitride substrates versus the alumina substrates that were used with all the silicon devices has about 4, 4.5x thermal conductivity. And that's the first generation. There are going to be those 90 watt per meter K substrates are going to evolve to 120, 130-watt per meter degree. So I think you're seeing the different parts of the challenges that are -- that really are important to really drive cost down, where you're getting bigger formats, you're getting more devices per unit area that they're doing the same job. You're removing the heat more efficiently because you've got better thermal interface products. I think you're seeing things come together so that there's a reason to -- and it's not Moore's Law. So maybe we'll have to invent the law. But there will be -- it's very reasonable to believe that you're going to see a solid evolution of costs that are very favorable for the industry. And just one last point is, which is interesting today because the economics already work. So if I'm a carmaker and I'm willing to do system-level engineering, not subcomponent optimization, I can get a lower cost system because I can put a smaller battery into the same range. I can reduce the complexity of my thermal -- my cooling system on the inverter. I can make a smaller inverter. So what's exciting, I think, is you already have economics that work in the industry and very nice road maps for continuing to drive down cost and improve performance.
Yes. And I think one of the important points, John, you could probably provide some context here. We thought a lot of the same things with respect to LED. And the LED industry have this physics phenomenon, and I'm referring to droop, in terms of -- which really took us by surprise because we thought, ultimately, you would -- maybe you wouldn't have a 2-inch LED, but you would optimize to a larger LED. And what happened was you hit a -- you had an asymptotic curve in terms of the lumen output with radiative recombination that allowed okay to be good enough. And one of the important points with power semiconductors is you actually don't have that in terms of electron mobility. And I feel like that's really not well understood by either industry participants or, quite frankly, investors here.
Yes. It's a good point because, yes, the phenomenon you're talking about was the Auger recombination in LEDs as -- which meant that -- I mean, you had a fairly linear output of light versus current, but then it would start to roll off. And so you couldn't just make a big chip, pump a lot of current through it and get a lot more light. And what people started doing was putting relatively cheap, small LEDs in arrays. For power -- so number one, in power devices, we do not have that limitation at all. There are some practical limitations on die size, mostly around yield, thermal cycling, et cetera. But there's no phenomenon like Auger recombination and things. So we're not limited in that respect. But the other phenomenon is you can't just make a bunch of little chips and parallel them because of the inductances of the wires. I mean, we're operating at frequencies where these wire inductances have a major impact on the performance of the power module. So not to mention, if you parallel a bunch of small chips and you put a bunch of wires, wires are the #1 source of failure generally in a power module. So it's pretty impractical actually to parallel a bunch of small devices. So there's a sweet spot in there in terms of device size where you want it big enough to where you don't have 1 million chips in parallel but you don't want it so big that the cost gets too high because of typical yield considerations. And that's the area we operate in. There are some defect in densities in silicon carbide that still limit you. So we don't make chips quite as big as IGBTs, but those -- I don't see us ever getting over probably a 1 centimeter squared chip just due to typical practical yield issues, even in the fab discounting material.
Well, and just for size, I don't know if you want to say it, but I will. In terms of the size comparison to an IGBT, it's roughly about 4 to 5x smaller in terms of getting the same apples-to-apples output in terms of ohmic and voltage and characteristics and specifications. So if I'm in a 200-millimeter wafer, for example, I might be able to get 250 or so IGBTs, and I'm going to get about 1,000 silicon carbide MOSFETs on that same 200 millimeters, that's the apples-to-apples for investors that are looking at the economics.
It's absolutely true. And that's the thing a lot of people don't appreciate when it comes to looking at GaN, both GaN on silicon and -- because it's a lateral device, the chips are actually much bigger. So we get a lot more amps per wafer than you do with GaN on silicon. We get a lot more amps per wafer than you do with IGBTs and silicon. And so that helps offset the higher material cost, et cetera, that we have. And so that's part of why we're able to be competitive in this market. And the other thing, and I think we'll probably get in more to this is people used to very much look at component-to-component pricing. And that was a hard thing to get companies to look at system-level costs, just as Bob said. And you have to get the typical buyer from a large OEM to get past that and look at what does it do for my system overall? Because despite the fact that our device might be more expensive than IGBTs, the system-level cost is significantly lower. And just getting that dialed or that process going took a while, but now I think most -- pretty much everybody understands that.
I think we have a lot to thank Tesla for really pioneering and demonstrating very clear that -- clearly to the industry that the savings -- because that inverter, if it were silicon-based versus silicon carbide chips, you can probably look at maybe reducing system losses by, I've heard as much as 2/3 by going to a wide-band-gap semiconductor fast switching. So there's a lot of efficiency improvement available, but you only get it if you're willing to look at the overall system. Otherwise, if you're trying to piece things together in a more traditional automotive model, you spend the money, but you don't get the benefit. And I think Tesla basically educated the industry about the -- how critical it is. And you see it now. I think to John's point, you're seeing it's a much different discussion today than it would have been a couple of years ago at the OEM level, and there's a lot of activity right now and really pulling together the cross-functional, cross-organizational teams that they need to be able to take advantage of this technology.
Yes. I mean, no doubt that Tesla certainly moved the goalpost. And I would say -- I'm not sure I'd use the word educate, but embarrassed other OEMs in the marketplace. And I think we should -- we all owe a great deal of gratitude for showing what can be done. But it's also -- I think what's amazing is it's not as if that's the optimized approach either. I mean where we're at in terms of design is, to me, sort of like that first Pentium back in the late 1980s, like there's an -- we don't know what we don't know at this point in terms of opportunity. I don't think anybody in the late '80s envisioned what a smartphone -- or a real vision of what a smartphone would be able to do in terms of processing power. And so if we think in terms of the context of electrification and what we'll be able to do in terms of efficiency, it really seems strikingly similar in terms of that context. And I think Intel is probably the apropos comparison there.
So I would say that, yes, we are definitely at the beginning, at the very early stages. The devices that Tesla designed in were fairly early generation to us, and other silicon carbide device providers are all working on the next-generation devices, which are generally going back to the Baliga figure of merit, generally trying to reduce specific ohm resistance, which reduces cost, gives you a smaller chip. But we're also working a lot on ways to extract more value out of the silicon carbide that you have through device design and/or packaging technology. If you were to make typical power modules, the established power module designs that silicon has, you're only getting maybe half the value of silicon carbide. If you can improve the inductance of that module through layout and optimization and they can have a higher thermal conductivity substrate, you can effectively get about double the value out of that power module. So there's work being done all the way from the device design up to the finished module design to optimize that. And yes, I think we're really at the beginning of that journey.
Yes. I think it's -- it probably is incumbent on us to -- in terms of where we're at in that design, not only are we at the beginning, but we haven't even touched on the optionality. I mean if I design with 800 or 900 volts in terms of that system architecture, one has to ask as an engineer, what are the other savings? What is my exposure to copper? What does that do in terms of induction versus asynchronous versus permanent magnet? Oh, well, neodymium is going to be going up considerably as we all think about moving off of hydrocarbons to motors. What is that optionality going to provide and really that -- we're still very myopically looking in the comparison between, oh, here's what an IGBT does, here's what the cost road map looks like on that, here's what a MOSFET does, apples-to-apples, where is the crossover point and where does that scale, which alludes all of those other benefits, which if I -- if we look and use that comparison to traditional silicon ICs in processors, that's where you really had that hyperdrive. It wasn't just about it was what could you do with those extra transistors in a similar ways, what can you do with the extra electrons in this case?
Fine. I would also say that translates all the way up to the design of the vehicle itself. So we're making things much more compact, much more efficient. That frees up space. So for the OEM designing the vehicle, okay, what can I do with that extra space? And that would add value to the car.
Yes. And I think if you marry that along with what's going on in the battery area, and this whole idea of range anxiety, I think, is not far field from being addressed. I think the combination of you talk high voltage, the ability to fast charge these vehicles, the combination of not just the battery technology, but the fact that the inverters are much more efficient means I'm getting that incremental range. So the idea of having these 500-mile vehicles that you can recharge in 10 minutes is not that far away today. And I think -- and the economics are coming down quickly enough where that argument, I think, is also going to be relatively short lived as the different parts of the technology start to -- they're all advancing, but more importantly, I think their -- that system-level engineering, design, integration, I mean, even on the battery space right now, you're seeing that the batteries themselves are going to be the structure of the vehicles, so weight savings. Now 800, 900 volts means I don't have a lot of heavy conductors. It might be [ 400-volt ], they're a lot less heavy than they used to be. So I think the industry has come a long way in 2, 3 years. But I do think, to your point, is this the Pentium processor on the semiconductor, but also quite frankly on the EV, a broader discussion of EV platforms. I think that's true. I think we're very early in the evolution of these vehicle technologies.
Yes. And just to build on that further, basically 2, 3 years ago, almost everybody talked about a 400-volt bus, and not many people were talking about 800-volt. But to Bob's point, it shifted a lot, and a big part of that shift not just the copper savings, but the ability to fast charge. And again, the whole logic and thought process around fast charging, I think, is pretty early. Could you go higher? And there comes a point where you can only dump so much energy into a battery before it explodes. We obviously don't want to go there. But there's -- it is very early in the game, I think.
Yes. I mean there was a period of time with plentiful oil where 5 miles per gallon was highlighted as breakthrough efficiency on a carburated engine. And today, table stakes are sort of 35 miles per gallon, right? And so in a similar way, when more often in the beginning of a trend, you're not going to optimize it for what's down the road.
And you think about where we're at today, right? So in a well -- and by today's standards, a well-engineered vehicle, the efficiency -- so if I -- if you do an apples-to-apples energy for your Tesla versus an equivalent size internal combustion vehicle, you're already 4x more efficient in moving people around. So we're not a long -- I mean that's the starting point. We're -- the technology has moved along, but there's a lot more room to go and we're 4x. So it's very impactful, I think, on efforts to deal with climate change and CO2 emissions.
So I want to pause for one second for the audience members, I see there's a lot of people on. If you do have a question, you can put that in, and I'll take a look and try and ask that -- present that to Bob and John. I do want to throw a bit of a curveball at you, John, and I'll start with you first. I'd like you to take the -- I'd like you to argue why silicon carbide won't happen? Take the steel man perspective of what -- and I know that it's antithetical to what you actually believe, but I do -- I'd like you to kind of put that out there so we could unpack that a little bit. I'm going to ask you, Bob, the same question, I guess, for silicon nitride, if you will?
Yes. So I mean, this is the battle I've fought for a lot of years. And I think it would still be the same. There were 2 main reasons why you wouldn't want to go with silicon carbide. One was cost. And again, that thought process -- and we still deal with it in industrial markets where people tend to look at component and component costs. And the other was reliability. It was a new semiconductor technology. There was a lot of fear about could it be reliable enough. That has, by and large, gone away. And when I say reliability, the fundamental reliability of the technology. I think that issue has been retired by now. And now it's very much more a, what I'll call, a quality question, which is a vendor by vendor issue. What's your fail rate? What are your modes and failure, et cetera, et cetera. That's just typical quality issues that are -- every power semiconductor company has to answer for automotive. But I think the reliability question has been retired. I mean we've had trillions of device hours in the field. It's a very reliable technology. So cost is the big one. And I think, again, that has what -- has been what's changed. Again, a lot of credit to Tesla. In the industrial markets, and I'll share this, we could be in motor drives and save a lot of energy. The way that it happens, though, is if you're building a facility, you're given a budget. And you've got 2 choices, and oh, that one motor drive may be more expensive. Most everybody goes for the cheaper one because paying the power bill is someone else's problem. And so while the automotive business has gotten that message of total system cost at high levels, very high levels, frankly, that doesn't happen in a lot of the industrial markets because of the way things are structured. A guy who's building a project is going to try to meet his budget, and he's not going to worry about the power bill, even if this more expensive motor drive could pay for itself in a year or 2 years or whatever. So that is still more of an issue in industrial markets, but cost is generally the main thing we though of against as a steel man.
Bob, turning to you?
Yes. So I was just thinking a little bit about -- so if John could wave a magic wand and make silicon carbide devices that don't generate any heat, so 100% efficiency, I think -- but the reality is what we do is we remove heat, right? We do it in a reliable way. We have -- and then it gets back to something...
By the way, I want to...
Yes, go ahead, John.
John, go ahead.
Yes. Sorry, I blipped out there for a second. And by the way, I want to stress, it's not just heat removal, it has to be very electrically insulating as well. He's got to isolate that voltage from the device from the rest of the devices. So he's got to be very good, electrically insulating and very high thermal conductivity. And he's got to be able to cycle up and down and [indiscernible] without failing.
Yes. That's something John mentioned earlier is the other big factor in all these devices is unlike the silicon logic devices, for example, where you have relatively tiny die and you're not handling a lot of current, the thermal issues and the thermal expansion issues that you run into with a traditional semiconductor are a lot less demanding than what you'll find in the power world because of the footprint of these semiconductors. So as they -- you turn them on, turn them off and they cycle through their life, there's a lot of stress. And so again, I think in a -- but it all comes down to heat, right? So I think our business, the silicon nitride is really about managing heat and managing the heat with the kind of electrical isolation that you need for the entire system to operate. So I think what we -- the reality is really, as silicon carbide ends up being much more prolific, and I think the idea that it's primarily going to be in EV/HEV is -- I think is a short-term phenomenon. I mean, you're seeing these wide-band-gap semiconductors also in solar inverters. And I think, to John's point earlier, I think you're going to see them in the industrial drives because the economics fundamentally makes sense to use these wide-band-gap semiconductors across all these applications, but you've got to get to that point where you're thinking at system levels in industrial applications just as you're starting to see in the vehicle electrification space.
Yes, I think it's one of the things that if -- the conflation of cost, price and value. And I think most often, people interchanged these, and they shouldn't be, they're very different. And so making sure that you really understand the value that you're providing, which is going to differ, the value to Johnson Controls and an HVAC system is going to be very different than the value you're providing to Tesla and an EV. And the EV market just happens to be a great opportunity to develop the technology because range is people's primary concern, and value to a Tesla is seeing of -- ensuring range, even over performance. Price is #2 in terms of consumer preference. So as long as the industry understands what the actual value is that you're providing and that the customer understands that, I think that the cost becomes -- and this is what you're seeing with system design, becomes less important than -- or pricing.
And I think there may be some policy support for this as well. Because at least if you do the math and look at how much grid expansion, as we migrate to 50%-plus of vehicles charging, right? So you have a lot of headroom today because the grid isn't -- the grid is often sitting idle at night when people would typically charge their vehicles. But at some point, you do need to add grid capacity. So to the extent that we're driving the efficiency more broadly of drive motors, I mean, LED space is already -- lighting has already become a much smaller factor in terms of energy consumption. But there's a lot of opportunity in the motor drive area as well where that becomes part of the overall solution is wind, solar for generation are great, battery storage that's available at night is important. But I'd say, taking advantage of the fact that the technology exists to reduce electrical consumption in some of the other areas so that as we need more power -- more energy diverted towards transportation that it's available without having to build out -- or actually building out less additional grid. We're going to need some additional grid.
Yes. And I would also say not just additional capacity, but much higher flexibility. So things to come in the future for silicon carbide, and we firmly believe would be things like grid-tie inverters for energy storage, grid-tie inverters for solar, [ stat VARs ], things that can react far more quickly to, say, a brownout than currently can happen. Because frankly, there's no good reason to see the type of crashes we had in Texas. It's really just last winter. It's really about the responsivity you have and the resiliency you have on that grid. And we think silicon carbide -- much higher voltage silicon carbide devices can play a big role there, grid-tie chargers, for instance, fast chargers. Why go through a big, heavy transformer when you can just drop a line straight down from the high voltage line to the charger. So a lot of future capability, I think, that has potential for handling and stabilizing the grid.
So if you think in the context of markets, and I know that both of your focus is on the technologies, so I'll go out on limb here. But just in terms of market dynamics, how do you think about transportation versus some of these others? I mean, collectively, if you look at the others that you've been mentioning, I would think, together, they might be far greater in size than that of EVs specifically. I mean just thought process on the size or segment of the markets?
I would say that the EV application, just because of how ubiquitous it's going to get and further announcements last week and from other governments, it's still going to be the lion's share of the business because it's just so huge and it's so many vehicles. But the overall industrial market is quite sizable. But market size-wise, I don't think it stacks up so much against the inverter. The one caveat to that would be the charging infrastructure because -- I mean there's no question, it will be a big market. So are you -- do you include that in the automotive market? Or do you include that as industrial? But there's going to be a very big market because there's a huge amount of infrastructure that's going to have to be built out for charging the vehicles anywhere from a relatively low power. Low power meaning, I don't know, 60 kilowatts, which is not very low for your home charging to 300 kilowatts or more for fast charging. Think about that. If you have 6 pumps -- 6 charging stations in a gas station, you're sucking down 2 megawatts of power, that's a lot. That's a lot of infrastructure to be built and installed.
It's pretty amazing, by the way, as an anecdote, my wife and daughter are out in Kentucky at a horse show. And so I usually get the job of driving the horse and -- which is a 19-hour drive from Boston to Kentucky. And so stopping at the service stations, I mean, it is amazing to see how many -- the charging infrastructure that's been populated, whether it's a Love's or whether it's just whatever the service stations are, it's gone up exponentially in just over the past year.
Yes, it really has. And it's just the start.
It is.
Bob?
Got it. Yes, I was going to say the other -- back to the 2 megawatts of these charge stations, I think if you look at the energy storage side, I think you're going to start to see a lot more activity in energy storage tied to buffer some of these large recharge stations, especially as you move towards more rural areas.
Yes. And one of the neatest concepts I've seen is a customer who's building a, I'll call it, a gas station, rest stop, whatever, totally covered with solar panels. And then they're storing all that in a large storage facility and then feeding that back into their electric chargers, their vehicle chargers. And it's pretty much self-sustainable on its own and you can store the charge. So charging at night is not a problem. And it's a pretty interesting concept that is -- I don't want to say it would be grid-less because you're always going to have some times where you've got to pull off or feed in extra power, but almost self-sustaining.
Well, it's behind the meter, which offers a host of other benefits. I guess just on that topic, the primary energy generation technologies tend to get the lion's share of focus for media subsidies. When you -- and I think that goes to when I start a diet, it's like you want to work out more to lose weight. You don't want to eat less. And part of what we're talking about here with the technology of silicon carbide is moving to something that's like eating less, right? That you're increasing on that efficiency curve so that you're preserving more of those electrons for the intended use versus losing those. And most people don't realize that 60% of the electrons generated, whether it's from natural gas, it's hydroelectric, nuclear, what have you, are lost in the distribution and transmission of the grid system. It's highly inefficient. Great opportunity for increases there. So as you think about climbing that efficiency curve, how do you think about bringing more attention to the role of what silicon carbide can do in terms of that preservation? Or do you not have to? Does it just kind of filter out in what you're seeing with Tesla dominating the range and Lucid and others that are kind of doing that for you? How do each of you think about this? I'll turn it to you first, Bob, since I've been asking John first on the questions.
Yes. So I think the -- there's clearly a much higher degree of awareness about how important efficiency is in the EV space. I think if you go more broadly, and John brought it up, I think there's still a lot that can be done towards incentivizing, educating. And then I mean you see it now, for example, when you go buy a new air conditioning system for your home. And the SEER ratings, right? You used to buy SEER 10. Now you're going shopping, you're going to see 15, 16 and then you can get to 20. You're going to see much as the technology evolves and they start leveraging things like wide-band-gap semiconductors, you're just going to see it get even better. So I think there's a role to play in terms of more broadly educating because you brought up the point, I don't think a lot of people would have heard that, Jed, where you say 40% of the electrons are lost between the time you got power generation and the time it gets to putting it into somebody's vehicle or lighting their LEDs. And I think there's a lot that can be done towards education, also putting in the right incentives for higher degrees of efficiency. Part of the answer, though, I think is -- and John touched on this earlier, is like distributed production, right, those solar panels that are sitting at that recharge station and basically with the battery system to make sure you got 24/7 capability is part of the answer because the losses are a whole lot lower now that you're producing power closer to the consumption point. So I think there's a lot of opportunity here. And it gets back to -- because I've heard pushback of, well, look how many power plants we're going to have to build to support all these electric vehicles. And the answer is, maybe some, but if we do this intelligently and drive efficiency and things like distributed power generation to reduce losses and make the investments in the grid because you can transmit power a lot with a lot lower losses if it's engineered properly, I think we can make a big dent in terms of how much incremental electrical generation is needed to support all these vehicles.
John, to you.
Yes. So a couple of thoughts. The going on a diet thing, part of the reason we're having success is, we have a very painless diet. So really, a lot of the goal of putting silicon carbide in the car is you're going to use less energy but you're really not giving up anything. You don't feel the pain of the diet. You're not going to get hungry because you're going to go just as far as you did on a tank of gas, your recharge times are going to be not that long. And so it's -- at least in the electric vehicle application, it's a pretty painless diet and it actually makes the car cheaper. So that's one reason we're having a lot of success, because you don't know you're dieting. The point about power generation is a great one. And yes, so you fill the bucket with energy and then you got to run it 50 miles down the road and you're sloshing water out, sloshing energy out of the bucket. So it's only half full by the time it gets to the end application. There's 2 sources of losses. One is just resistive losses in the high-voltage wires, but the other one is any time you have to do a power conversion, you lose energy. So if you step up in voltage, you can step down. Silicon carbide can absolutely impact both sources of losses. So you spill less out of the bucket. So that goes to what I talked about, solid-state transformers for stepping up voltage or stepping down, which is -- would be a part of the -- all these grid-tied applications I was talking about, particularly for energy storage, where you do it twice. You have to pull power off the grid to store it, so you lose energy there, and then you have to pull it back and feed it on. So you lose -- it's called round trip efficiency. So efficiency counts twice there, and silicon carbide has a major impact on that. So we can impact that. The other thing, and I just have to throw this plug in there, is are we really saving energy overall? And so we've done a recent study with the BioPhysical ECOnomics Institute to look at all the energy because silicon carbide is known to be a high -- very high temperature process to grow. So in terms of total energy consumed, are we really winning? So we went through a big study where we looked at all the sources of energy to grow the material, grow the epitaxy and fab the wafers and compare that against silicon. And so we save X amount of energy in an automobile or in a solar inverter. But the question was, overall, are we actually saving energy? And without getting into the results, the answer is a resounding yes. It is a big win overall for energy being consumed in the world to use silicon carbide. And we will want to educate the world on that.
Yes. I mean it's obviously, I believe in that and see tons of value in terms of how to think through really just getting people to look at things from a system -- through a system's lens. It is interesting, I think post your 200-millimeter -- we see the 200-millimeter bandwagon kind of -- and I get a lot of questions from investors, "Oh, isn't this really bad for Cree," and I guess I just don't see it that way. I kind of see it like if you're going to be the only one in the industry that can scale, you're going to be cottage and you're going to be a huge fish in a tiny pond. And in order for this to proliferate like integrated circuits, you actually want others in the market to kind of be successful. Like if it's just about Cree, or Rogers in this case, then your TAM is going to be relatively limited versus having a cohort of competitors in the market to drive up value.
Yes. And so first off, 200-millimeter diameter is inevitable. I mean, it will happen because the market demands that it happen because of the very high volumes that will be coming. So yes, there's going to be a day where everybody is on 200 millimeters. Some of the recent announcements you may be talking about was a first demonstration of a 200-millimeter substrate. And just as a reminder, we demonstrated our first 200-millimeter substrate in 2015. So a demonstration does not mean you're ready to feed a high-volume fab with it. But it's going to happen. I mean, without a doubt, it's not bad for Cree. It means that this market is very, very real, and there's market forces that are driving everything to 200-millimeter. And we think that's a very good thing.
Thoughts, Bob? Do you think we'll see...
I was going to say, no, this is -- I mean, we need this industry to really build scale. And I think, you think about the EV market alone will drive greater than 30% CAGRs for EVs. And I think if you look at it from a wide-band-gap semiconductor, higher than that in terms of the evolution of those semiconductors and those applications. And I also think that there's a lot more additional growth that's going to be enabled by the fact that the industry is going -- is driving down cost. I mean the 200-millimeter is about driving down costs from 150, and that's what's going to enable what we were talking about earlier, where all these industrial applications, all these battery inverter applications, grid, more efficient -- taking power off the grid, more efficiently than we have right now are inputting into the grid. So those are all enabled by better economics. And 200-millimeter and a healthy industry, I think, is key to that because you also -- the OEMs are all worried about risk. So the more...
More so than ever, Bob.
More so than ever. They're all very concerned that there's going to be an ecosystem and there's enough capacity going in. And Cree has obviously been very aggressive, but it's important that there's comfort level because now we're moving from the pioneers in the industry like Tesla, and the Lucids to the mainstream auto industry really embracing these technologies and they're going to be very demanding in terms of making sure there's a solid ecosystem to support them.
It's required. I mean multiple sources are required for automotive.
Listen, guys, I got to jump to the next panel on Fusion. I hope you can listen into that on the primary energy generation side. Thank you both so much for the dynamic and engaging dialogue. I really appreciate it and look forward to the progress and pioneering that you're both doing.
All right. Thank you.
Thank you very much for having us.
Thanks, guys.
Take care.
Bye.
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